%0 Conference Article %T COMPARISON OF NEURAL APPROACHES AND TRADITIONAL METHODS OF FORECASTING ACCURACY %A Buzdin, V.E. %A Bhuya, M.. %A Rein, Y.. %A Shova, R.S. %K academic performance, learning analytics, forecasting, neural networks, logistic regression, decision trees, LSTM, Transformer %J MODELING INFORMATION SYSTEMS AND TECHNOLOGIES – 2026 %D 2026 %P 7 %I FSBE Institution of Higher Education Voronezh State University of Forestry and Technologies named after G.F. Morozov